US6836707B2 - Methods and systems for determining heave and heave rate of vessels - Google Patents
Methods and systems for determining heave and heave rate of vessels Download PDFInfo
- Publication number
- US6836707B2 US6836707B2 US10/160,515 US16051502A US6836707B2 US 6836707 B2 US6836707 B2 US 6836707B2 US 16051502 A US16051502 A US 16051502A US 6836707 B2 US6836707 B2 US 6836707B2
- Authority
- US
- United States
- Prior art keywords
- heave
- point
- vessel
- velocity
- rate
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Lifetime
Links
Images
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/10—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration
- G01C21/12—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning
- G01C21/16—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation
- G01C21/165—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 by using measurements of speed or acceleration executed aboard the object being navigated; Dead reckoning by integrating acceleration or speed, i.e. inertial navigation combined with non-inertial navigation instruments
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B63—SHIPS OR OTHER WATERBORNE VESSELS; RELATED EQUIPMENT
- B63B—SHIPS OR OTHER WATERBORNE VESSELS; EQUIPMENT FOR SHIPPING
- B63B39/00—Equipment to decrease pitch, roll, or like unwanted vessel movements; Apparatus for indicating vessel attitude
Definitions
- This invention relates generally to navigation of vessels, and more specifically, to determination of and compensation for heave and heave rates for vessels.
- Heave is the vertical distance of motion relative to sea-level. and a vertical motion of a vessel riding waves at sea, relative to sea level, is generally referred to as heave rate.
- the vertical motion is simply an oscillation about sea-level, having a zero long-term average of earth-relative displacement and velocity.
- Heave and heave rate values are utilized in controlling various operations, such as, to control a tether to a submerged diver, submarine, and for other underwater operations, as well as to define a motion of a sonar transmitter, and to define deck motion at a point for landing operations of a helicopter.
- GPS global positioning satellite
- a method for determining heave and heave rate for a vessel is provided.
- the vessel is equipped with an inertial navigation system (INS), and sensors for the INS are located at a selected point of the vessel, e.g. point A.
- the vessel further has a zero heave reference point B.
- the method is utilized to determine heave and heave rate at a point C of the vessel, where point C is a different point than points A and B.
- the method comprises determining reference coordinates for points A, B, and C of the vessel, generating a signal representative of velocity at a point on the vessel, generating a heave rate signal based upon the velocity signal, and generating a heave signal based upon the heave rate signal.
- an inertial navigation system for determining a heave and a heave rate for a vessel.
- the INS system comprises, in an exemplary embodiment, a main unit, a user interface, a global positioning satellite (GPS) receiver, and a sensor unit.
- the sensor unit comprises an inertial sensor assembly located at a point A of the vessel.
- the main unit comprises interfaces for communication of inertial navigation information to other control systems on the vessel.
- the INS is configured to determine reference coordinates for points A, B, and C of the vessel, a heave, and a heave rate for the vessel.
- a filter which comprises a first stage and a second stage.
- the first stage is configured to generate an output signal representative of a heave rate based, at least in part on a velocity signal input.
- the second stage is configured to generate an output signal representative of heave by filtering the heave rate signal output by the first stage.
- FIG. 1 is a block diagram of an inertial navigation system.
- FIG. 2 is a diagram illustrating factors utilized in determining heave and heave rate.
- FIG. 3 is a block diagram of a filter.
- FIG. 4 is a block diagram of a filter utilizing a different input than the filter of FIG. 3 .
- FIG. 5 is a detailed block diagram of two filters, illustrating transfer functions for each filter.
- a system that provides an accurate representation of heave and heave rate of a vessel, as measured by a strapdown inertial system (INS), is described in detail below.
- the system utilizes digital band pass filtering to remove long-term bias errors due to specific force measurement and modeling of local gravity.
- the system performs lever-arm corrections to define velocity at points of the vessel other than points at which sensors of the INS are located, using measured values of angular velocity of the vessel.
- vessel means any structure which may incorporate a system for determining heave and heave rate including, but not limited to, ships, boats, submarines, submersibles, marine vessels, unmanned water vehicles, military vessels, amphibious aircraft, torpedoes, and any other watercraft in a marine environment.
- FIG. 1 is a block diagram of an inertial navigation system (INS) 10 for marine use.
- System 10 includes a main unit 12 to which is connected a power supply 14 .
- main unit 12 Also connected to main unit 12 are a user interface unit 16 , a global positioning satellite (GPS) receiver 18 , and a sensor unit 20 which includes an inertial sensor assembly (ISA) 22 .
- Main unit 12 is configured with interfaces 24 to provide inertial navigation information to, for example, a main navigation system within a vessel, or other systems within a vessel that may utilize navigation information.
- ISA 22 within sensor unit 20 incorporates gyroscopes and accelerometers (not shown) and sensor unit 20 includes gyroscope electronics.
- the gyroscope is a laser gyro.
- User interface unit 16 provides a user interface, including a display and keypad (neither shown) for display of inertial information and alteration of display modes and operating parameters.
- FIG. 2 is a diagram of a vessel 40 illustrating a location of ISA 22 , herein denoted as point A.
- Point B is referred to as a heave zero reference point.
- point B is chosen to be at a mean water line and at a mean center of rotation of vessel 40 .
- One purpose for designating point B is to compensate for a static tilt of vessel 40 .
- Another purpose for the designation is compensation for how high or low vessel 40 is riding in water 42 due to buoyancy.
- Point C is a point at which it is desirable to know heave and heave rate for vessel 40 , for example, where a winching system is connected to a submersible (not shown).
- reference coordinates are defined. Specifically, body frame coordinates are defined with respect to a bow, a starboard side and a belly of vessel 40 .
- Local level frame coordinates are defined as north, east, and down.
- C B L is a transformation direction cosine matrix that redefines a vector expressed in body frame coordinates into a vector expressed in local level coordinates.
- the subscript indicates the frame the vector is to be taken from, and the superscript indicates the frame the vector is to be taken to. Therefore referring to the above transformation direction cosine matrix, the “B” refers to body frame coordinate vectors, and “L” refers to local level frame vectors.
- a lever arm from point A to point C is given as R AC
- a lever arm from point A to point B is given as R AB
- Lever arms as known in the art, are vectors representing distance and direction. Lever arms herein are defined in body frame coordinates. Referring to FIG. 2, a lever arm from point B to point C can be described as:
- Velocity of vessel 40 is known at point A, based upon data from INS 10 . Therefore velocity at point C is calculated as:
- V C L V A L +C B L ( ⁇ B ⁇ R AC ) Eq (2)
- V A L is the local level velocity at point A
- V C L is the local level velocity at point C
- ⁇ B is the body frame angular rate of vessel 40 .
- inertial navigation system (INS) 10 includes a filter module that provides heave and heave rate by filtering an altitude channel of INS 10 .
- the altitude channel of INS 10 is augmented with external measurements from a global positioning satellite (GPS), for example.
- GPS global positioning satellite
- Other applications provide augmentations for the altitude channel of INS 10 from one or more of GPS, pressure altitude, or simply loosely slaving the altitude channel of INS 10 to zero (i.e. sea-level altitude).
- high pass filtering is used to arrive at signals representative of heave and heave rate, thereby avoiding the errors associated with GPS, baro-altimeter or other measurement systems.
- V C L ( 3 ) A third element of V C L , referred to herein as V C L ( 3 ), is input into a high pass filter 60 to remove any DC or very low frequency components.
- V C L ( 3 ) Providing an input 62 of V C L ( 3 ) to filter 60 results in an output 64 of ⁇ circumflex over (V) ⁇ C L ( 3 ).
- Output 64 the signal that results from filtering through filter 60 , is the heave rate of vessel 40 . Heave rate is therefore stated mathematically as follows:
- a 200 Hz attitude rate is utilized in conjunction with Eq (2) which contains an inherent white noise variance of 6.0e-6 (radians) 2 /(second) 2 .
- a change in vertical position of vessel 40 is then calculated by integration of the heave rate signal.
- C B L R BC (3) t0 is the initial condition on the integration.
- the initial condition represents a local level vertical distance between point B and point C, which was valid at time t 0 , a starting time of the integration.
- high pass filter 70 receives a local level vertical velocity signal at an input 72 , the local level vertical velocity is provided from INS 10 at point A, as represented by the input variable in the Figure.
- local level vertical velocity is a signal provided at 200 Hz.
- Equations 5 and 6 provide signals for heave and heave rate which are similar to those provided by filter 60 (shown in FIG. 3 ), but with less potential for noise and unpredictable behavior in the filtering process.
- FIG. 5 illustrates a specific embodiment of a filter 100 implemented within INS 10 .
- Filter 100 determines heave rate utilizing vertical velocity, and a filter 102 which determines a filtered heave distance utilizing heave rate.
- vertical velocity is received at input 104 and heave rate is placed at output 106 .
- a first filter element 108 which has a transfer function of (1+z ⁇ 1 )(1+z ⁇ 2 )/4, receives vertical velocity as input.
- An output of first filter element 108 is input to both of a positive input of a subtraction element 110 and an input of a second delay element 112 .
- Second delay element 112 has a transfer function of (1+z ⁇ 4 )(1+z ⁇ 8 )/(15,500 ⁇ 30,750z ⁇ 16 +15,254z ⁇ 32 ).
- An output of element 112 is input to a third delay element 114 .
- Third delay element 114 has a transfer function of (1+z ⁇ 16 )/(125 ⁇ 123z ⁇ 16 ).
- An output of third delay element 114 is input to a negative input of subtraction element 110 .
- An output of subtraction element 110 is provided to an input of a fourth delay element 116 that has a transfer function of 4/(33 ⁇ 48z ⁇ 1 +19z ⁇ 2 ).
- Output of fourth delay element 116 is output 106 , and therefore the heave rate of vessel 40 .
- Output of fourth delay element 116 , or heave rate is input to filter 102 , at a first delay element 118 .
- First delay element 118 has a transfer function of (1/200)/(1 ⁇ z ⁇ 1 ).
- Output of first delay element 118 is heave 120 .
- Heave 120 is input to a positive input of subtraction element 122 and an input of a second delay element 124 .
- Second delay element 124 has a transfer function of (1+z ⁇ 4 )(1+z ⁇ 8 )/(15,500 ⁇ 30,750z ⁇ 16 +15,254z ⁇ 32 ).
- An output of second delay 124 is input to a third delay element 126 .
- Third delay element 126 has a transfer function of (1+z ⁇ 16 )/(125 ⁇ 123z ⁇ 16 ). An output of third delay element 126 is input to a negative input of subtraction element 122 . An output of subtraction element 122 is the filtered heave distance of vessel 40 .
- filters 100 and 102 within INS 10 provide signals with an accuracy of at least 0.1 meter for heave and 0.1 meter per second for heave rate.
- Filters 100 and 102 further provide a pass band of 0.1 to 2 Hertz and a group delay of less than 25 milliseconds.
- heave has a range of plus to minus four meters.
- filters 100 and 102 A particular approach is provided in the elements of filters 100 and 102 .
- An upper edge, of the filters, out to 2 Hertz and above is configured with unity gain, within 0.015 dB, and with anti-aliasing zeros for either 50 or 200 sample per second outputs. Instead of two zeros at 100 Hertz, as is typical in certain known bi-linear transformation second order complex-pole filters, one of the zeros is moved to 50 Hertz. Filters 100 and 102 therefore do not exhibit aliasing errors, due to near 50 and 100 Hertz content, when filter output is utilized at 50 samples per second.
- a low-frequency end of filters 100 and 102 is configured as a high pass filter and has unity gain, within about 0.20 dB, at 0.1 Hertz.
- a ratio of filter break frequency to sampling frequency, raised to the power equal to the number of filter poles, causes small differences in filter coefficients which thereby locates the poles of the filters.
- data from filters 100 and 102 is available at a high sampling rate, the poles are realized in a computation repeated at a slow rate.
- the purpose of the low-frequency end of filters 100 and 102 is to extract an average value for the signals.
- the reduction in processing rate is therefore done in a manner that attenuates signal content that can alias to a near-zero frequency, before the reduction in frequency occurs.
- An analysis of such a process shows that content near the zeros is removed before an aliasing to a near-zero frequency occurs with the reduction in sampling rate.
- Further reduction in effect of small differences of large coefficients is to implement the overall transfer function as a cascade of first and second-order sections, rather than implementing as higher order sections.
Landscapes
- Engineering & Computer Science (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Automation & Control Theory (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Navigation (AREA)
- Position Fixing By Use Of Radio Waves (AREA)
- Gyroscopes (AREA)
Abstract
A method for determining heave and heave rate for a vessel is described. The vessel includes an inertial navigation system (INS), and sensors for the INS being located at a point A of the vessel, the vessel having a zero heave reference point B, and the described method provides heave and heave rate at a point C of the vessel. The method includes determining reference coordinates for points A, B, and C of the vessel, generating a velocity signal representative of a velocity at a point on the vessel, generating a heave rate signal based upon the velocity signal, and generating a heave based upon the heave rate signal.
Description
This invention relates generally to navigation of vessels, and more specifically, to determination of and compensation for heave and heave rates for vessels.
Heave is the vertical distance of motion relative to sea-level. and a vertical motion of a vessel riding waves at sea, relative to sea level, is generally referred to as heave rate. For a vessel riding the waves, the vertical motion is simply an oscillation about sea-level, having a zero long-term average of earth-relative displacement and velocity. Heave and heave rate values are utilized in controlling various operations, such as, to control a tether to a submerged diver, submarine, and for other underwater operations, as well as to define a motion of a sonar transmitter, and to define deck motion at a point for landing operations of a helicopter.
Some known inertial systems are used to measure heave and heave rate. However, a vertical channel of a pure inertial system typically has divergent errors. A global positioning satellite (GPS) system can be used to compensate for such divergence, but the GPS system itself may introduce errors into the heave and heave rate determinations.
In one aspect, a method for determining heave and heave rate for a vessel is provided. In an exemplary embodiment, the vessel is equipped with an inertial navigation system (INS), and sensors for the INS are located at a selected point of the vessel, e.g. point A. The vessel further has a zero heave reference point B. The method is utilized to determine heave and heave rate at a point C of the vessel, where point C is a different point than points A and B. More particularly, the method comprises determining reference coordinates for points A, B, and C of the vessel, generating a signal representative of velocity at a point on the vessel, generating a heave rate signal based upon the velocity signal, and generating a heave signal based upon the heave rate signal.
In another aspect, an inertial navigation system (INS) for determining a heave and a heave rate for a vessel is provided. The INS system comprises, in an exemplary embodiment, a main unit, a user interface, a global positioning satellite (GPS) receiver, and a sensor unit. The sensor unit comprises an inertial sensor assembly located at a point A of the vessel. The main unit comprises interfaces for communication of inertial navigation information to other control systems on the vessel. The INS is configured to determine reference coordinates for points A, B, and C of the vessel, a heave, and a heave rate for the vessel.
In a further aspect, a filter is provided which comprises a first stage and a second stage. The first stage is configured to generate an output signal representative of a heave rate based, at least in part on a velocity signal input. The second stage is configured to generate an output signal representative of heave by filtering the heave rate signal output by the first stage.
FIG. 1 is a block diagram of an inertial navigation system.
FIG. 2 is a diagram illustrating factors utilized in determining heave and heave rate.
FIG. 3 is a block diagram of a filter.
FIG. 4 is a block diagram of a filter utilizing a different input than the filter of FIG. 3.
FIG. 5 is a detailed block diagram of two filters, illustrating transfer functions for each filter.
The features and principles are described herein relative to an exemplary embodiment thereof. It will be apparent to those skilled in the art that numerous variations and modifications may be made to the exemplary embodiment without departing from the spirit and scope. The systems and methods are not limited to the specific embodiments described herein. Components of each system and method can be practiced independent and separate from other components and methods. Each system and method also can be used in combination with other components, systems, and methods.
A system that provides an accurate representation of heave and heave rate of a vessel, as measured by a strapdown inertial system (INS), is described in detail below. Generally, the system utilizes digital band pass filtering to remove long-term bias errors due to specific force measurement and modeling of local gravity. In addition, the system performs lever-arm corrections to define velocity at points of the vessel other than points at which sensors of the INS are located, using measured values of angular velocity of the vessel. As used herein, the term vessel means any structure which may incorporate a system for determining heave and heave rate including, but not limited to, ships, boats, submarines, submersibles, marine vessels, unmanned water vehicles, military vessels, amphibious aircraft, torpedoes, and any other watercraft in a marine environment.
FIG. 1 is a block diagram of an inertial navigation system (INS) 10 for marine use. System 10 includes a main unit 12 to which is connected a power supply 14. Also connected to main unit 12 are a user interface unit 16, a global positioning satellite (GPS) receiver 18, and a sensor unit 20 which includes an inertial sensor assembly (ISA) 22. Main unit 12 is configured with interfaces 24 to provide inertial navigation information to, for example, a main navigation system within a vessel, or other systems within a vessel that may utilize navigation information. ISA 22, within sensor unit 20 incorporates gyroscopes and accelerometers (not shown) and sensor unit 20 includes gyroscope electronics. In one embodiment, the gyroscope is a laser gyro. User interface unit 16 provides a user interface, including a display and keypad (neither shown) for display of inertial information and alteration of display modes and operating parameters.
FIG. 2 is a diagram of a vessel 40 illustrating a location of ISA 22, herein denoted as point A. Point B is referred to as a heave zero reference point. In one embodiment, point B is chosen to be at a mean water line and at a mean center of rotation of vessel 40. One purpose for designating point B is to compensate for a static tilt of vessel 40. Another purpose for the designation is compensation for how high or low vessel 40 is riding in water 42 due to buoyancy. Point C is a point at which it is desirable to know heave and heave rate for vessel 40, for example, where a winching system is connected to a submersible (not shown).
To determine heave and heave rate for vessel 40, reference coordinates are defined. Specifically, body frame coordinates are defined with respect to a bow, a starboard side and a belly of vessel 40. Local level frame coordinates are defined as north, east, and down. CB L is a transformation direction cosine matrix that redefines a vector expressed in body frame coordinates into a vector expressed in local level coordinates. For transformation matrices, the subscript indicates the frame the vector is to be taken from, and the superscript indicates the frame the vector is to be taken to. Therefore referring to the above transformation direction cosine matrix, the “B” refers to body frame coordinate vectors, and “L” refers to local level frame vectors.
A lever arm from point A to point C is given as RAC, and a lever arm from point A to point B is given as RAB. Lever arms, as known in the art, are vectors representing distance and direction. Lever arms herein are defined in body frame coordinates. Referring to FIG. 2, a lever arm from point B to point C can be described as:
Velocity of vessel 40 is known at point A, based upon data from INS 10. Therefore velocity at point C is calculated as:
V C L =V A L +C B L(ωB ×R AC) Eq (2)
Superscripts on the above variables indicate which frame, body coordinates or local level coordinates, the variable is defined in. Therefore, VA L is the local level velocity at point A, VC L is the local level velocity at point C, and ωB is the body frame angular rate of vessel 40.
In one embodiment, inertial navigation system (INS) 10 includes a filter module that provides heave and heave rate by filtering an altitude channel of INS 10. In at least some known applications, the altitude channel of INS 10 is augmented with external measurements from a global positioning satellite (GPS), for example. Other applications provide augmentations for the altitude channel of INS 10 from one or more of GPS, pressure altitude, or simply loosely slaving the altitude channel of INS 10 to zero (i.e. sea-level altitude).
To remove bias errors, such as bias errors from altitude and altitude rate, high pass filtering is used to arrive at signals representative of heave and heave rate, thereby avoiding the errors associated with GPS, baro-altimeter or other measurement systems.
Referring to FIG. 3 a filter module within INS 10 is shown. A third element of VC L, referred to herein as VC L(3), is input into a high pass filter 60 to remove any DC or very low frequency components. Providing an input 62 of VC L(3) to filter 60 results in an output 64 of {circumflex over (V)}C L(3). Output 64, the signal that results from filtering through filter 60, is the heave rate of vessel 40. Heave rate is therefore stated mathematically as follows:
In one embodiment of system 10 (shown in FIG. 1), a 200 Hz attitude rate is utilized in conjunction with Eq (2) which contains an inherent white noise variance of 6.0e-6 (radians)2/(second)2.
A change in vertical position of vessel 40, that is, heave or heave distance, is then calculated by integration of the heave rate signal. An example calculation for heave signal, utilizing a heave rate signal follows:
represents heave rate integration, and the second term, CB LRBC(3)t0, is the initial condition on the integration. The initial condition represents a local level vertical distance between point B and point C, which was valid at time t0, a starting time of the integration.
Since white noise is inherent in the attitude rate, as determined by INS 10, output 64 of high pass filter 60 may be unpredictable when input 62 contains such white noise. It is therefore desirable that the data to be filtered in a for determination of heave and heave rate be as accurate as possible. In the embodiments described herein, the most accurate data is the data for point A. Therefore, an alternative embodiment of a heave algorithm implemented within a filter module in INS 10 is provided which results in a calculation for heave and heave rate with results similar to those described above. This alternative embodiment, illustrated in FIG. 4, introduces less noise.
Referring specifically to FIG. 4, high pass filter 70 receives a local level vertical velocity signal at an input 72, the local level vertical velocity is provided from INS 10 at point A, as represented by the input variable in the Figure. In one specific embodiment, local level vertical velocity is a signal provided at 200 Hz. In such an embodiment, a heave rate signal is calculated as:
The subscript tk in the second term of Eq (5) indicates that the term is updated every iteration. Utilizing Eq (4), heave is then calculated as an integration of Eq (5), which follows:
The subscript tk in the second term and in the third term indicates that the term is updated every iteration. Equations 5 and 6 provide signals for heave and heave rate which are similar to those provided by filter 60 (shown in FIG. 3), but with less potential for noise and unpredictable behavior in the filtering process.
FIG. 5 illustrates a specific embodiment of a filter 100 implemented within INS 10. Filter 100 determines heave rate utilizing vertical velocity, and a filter 102 which determines a filtered heave distance utilizing heave rate. Referring specifically to filter 100, vertical velocity is received at input 104 and heave rate is placed at output 106. Referring specifically to elements within filter 100, a first filter element 108, which has a transfer function of (1+z−1)(1+z−2)/4, receives vertical velocity as input. An output of first filter element 108 is input to both of a positive input of a subtraction element 110 and an input of a second delay element 112. Second delay element 112 has a transfer function of (1+z−4)(1+z−8)/(15,500−30,750z−16+15,254z−32). An output of element 112 is input to a third delay element 114. Third delay element 114 has a transfer function of (1+z−16)/(125−123z−16). An output of third delay element 114 is input to a negative input of subtraction element 110. An output of subtraction element 110 is provided to an input of a fourth delay element 116 that has a transfer function of 4/(33−48z−1+19z−2). Output of fourth delay element 116 is output 106, and therefore the heave rate of vessel 40.
Output of fourth delay element 116, or heave rate is input to filter 102, at a first delay element 118. First delay element 118 has a transfer function of (1/200)/(1−z−1). Output of first delay element 118 is heave 120. Heave 120 is input to a positive input of subtraction element 122 and an input of a second delay element 124. Second delay element 124 has a transfer function of (1+z−4)(1+z−8)/(15,500−30,750z−16+15,254z−32). An output of second delay 124 is input to a third delay element 126. Third delay element 126 has a transfer function of (1+z−16)/(125−123z−16). An output of third delay element 126 is input to a negative input of subtraction element 122. An output of subtraction element 122 is the filtered heave distance of vessel 40.
Utilization of filters 100 and 102 within INS 10, in one embodiment, provide signals with an accuracy of at least 0.1 meter for heave and 0.1 meter per second for heave rate. Filters 100 and 102 further provide a pass band of 0.1 to 2 Hertz and a group delay of less than 25 milliseconds. In the embodiments described, heave has a range of plus to minus four meters.
A particular approach is provided in the elements of filters 100 and 102. An upper edge, of the filters, out to 2 Hertz and above is configured with unity gain, within 0.015 dB, and with anti-aliasing zeros for either 50 or 200 sample per second outputs. Instead of two zeros at 100 Hertz, as is typical in certain known bi-linear transformation second order complex-pole filters, one of the zeros is moved to 50 Hertz. Filters 100 and 102 therefore do not exhibit aliasing errors, due to near 50 and 100 Hertz content, when filter output is utilized at 50 samples per second.
A low-frequency end of filters 100 and 102 is configured as a high pass filter and has unity gain, within about 0.20 dB, at 0.1 Hertz. A ratio of filter break frequency to sampling frequency, raised to the power equal to the number of filter poles, causes small differences in filter coefficients which thereby locates the poles of the filters. Although data from filters 100 and 102 is available at a high sampling rate, the poles are realized in a computation repeated at a slow rate. The purpose of the low-frequency end of filters 100 and 102 is to extract an average value for the signals.
The reduction in processing rate is therefore done in a manner that attenuates signal content that can alias to a near-zero frequency, before the reduction in frequency occurs. An analysis of such a process shows that content near the zeros is removed before an aliasing to a near-zero frequency occurs with the reduction in sampling rate. Further reduction in effect of small differences of large coefficients is to implement the overall transfer function as a cascade of first and second-order sections, rather than implementing as higher order sections.
While the invention has been described in terms of various specific embodiments, those skilled in the art will recognize that the invention can be practiced with modification within the spirit and scope of the claims.
Claims (15)
1. A method for determining heave and heave rate at a point C on a vessel, the vessel having an inertial navigation system (INS), sensors for the INS being located at a point A on the vessel, the vessel having a zero heave reference point B, said method comprising:
determining body frame coordinates for points A, B, and C;
defining a transformation direction cosine matrix CB L, which redefines a vector expressed in body frame coordinates into a vector expressed in local level coordinates;
determining local level coordinates for the vessel at points A, B, and C;
determining a lever arm from point A to point C, RAC;
calculating a velocity signal representative of a velocity at point C on the vessel, using a known velocity at point A, based on the body frame coordinates and INS sensor measurements for point A, the transformation direction cosine matrix CB L, and the lever arm according to
is the local level velocity at point A, VC L is the local level velocity at point C, and ωB is the body frame angular rate of the vessel;
generating a heave rate signal based on the velocity signal; and
generating a heave signal based upon the heave rate signal.
2. A method according to claim 1 wherein generating a heave rate signal based on the velocity signal comprises filtering a third element of VC L, VC L (3), with a high pass filter to determine a heave rate {circumflex over (V)}C L (3).
3. A method according to claim 2 wherein generating a heave signal based upon the heave rate signal comprises calculating a heave according to
represents heave rate integration, and CB L (3)t0, is an initial condition on the integration, the initial condition being a local level vertical distance between point B and point C, which was valid at time t0, the starting time of the integration.
4. A method according to claim 1 , wherein generating a heave rate signal based on the velocity signal comprises determining heave rate of the vessel according to
is a filtered third element of local level velocity at point A, VC L (3) is the third element of local level velocity at point C, ωB is the body frame angular rate of the vessel, and the subscript tk indicates that the term is updated every iteration.
6. A method according to claim 1 wherein generating heave rate signal based on the velocity signal comprises filtering the velocity signal according to the transfer function [(1+z−1)(1+z−2)/4]×[4/(33-48z−1+19z−2)]=[1−((1+z−4)(1+z−8)(1+z−16)/(15,500-30,750z−16+15,254z−32)(125-123z−16))].
7. A method according to claim 1 wherein generating a heave signal comprises filtering the heave rate signal according to the transfer function (1/200)/(1−z−1).
8. A method according to claim 7 further comprising filtering the heave according to 1−[((1+z−4)(1+z−8)(1+z−16)/(15,500-30,750z−16+15,254z−32) (125-123z−16)].
9. An inertial navigation system (INS) for determining a heave and a heave rate for a vessel, said system comprising:
a main unit;
a user interface unit;
a global positioning satellite (GPS) receiver; and
a sensor unit comprising an inertial sensor assembly (ISA), said ISA located at a point A of the vessel, the vessel having a zero heave reference point B, said main unit comprising interfaces for communication of inertial navigation information to other systems on the vessel, said user interface unit comprising a display and keypad, said system configured with body frame coordinates for points A, B, and C, point C being a location at which it is desired to be provided heave and heave rate data, said system configured to define a transformation direction cosine matrix CB L, which redefines a vector expressed in body frame coordinates into a vector expressed in local level coordinates, determine a lever arm from point A to point C, RAC, said system configured to determine local level coordinates for the vessel at points A, B, and C and determine a velocity of the vessel at point C, using a known velocity at point A, based on the body frame coordinates and data received from said ISA, the transformation direction cosine matrix, and the lever arm, velocity being determined according to according to
is the local level velocity at point A, VC L is the local level velocity at point C, and ωB is the body frame angular rate of the vessel, filter the velocity signal to provide a heave rate signal, and integrate the heave rate signal to determine a heave.
10. An INS system according to claim 9 wherein to filter the velocity signal to provide a heave rate signal, said system is configured to filter a third element of VC L, VC L(3), with a high pass filter to determine a heave rate signal, {circumflex over (V)}C L(3).
11. An INS system according to claim 10 , wherein to integrate the heave rate signal to determine a heave, said system is configured to calculate a heave according to
represents heave rate integration, and CB LRBC(3)t0, is an initial condition on the integration, the initial condition being a local level vertical distance between point B and point C, which was valid at time t0, the starting time of the integration.
12. An INS system according to claim 9 wherein said system is provided a velocity of the vessel at point A, and wherein to filter the velocity signal to provide a heave rate signal, said system is configured to determine heave rate of the vessel according to
is a filtered third element of local level velocity at point A, VC L(3) is the third element of local level velocity at point C, ωB is the body frame angular rate of the vessel, and the subscript tk indicates that the term is updated every iteration.
14. A filter comprising:
a first stage configured to provide a heave rate signal based upon a velocity signal input according to the transfer function [(1+z−1)(1+z−2)/4]×[4/(33-48z−1+19z−2)]=[1−((1+z−4)(1+z−8)(1+z−16)/(15,500-30,750z−16+15,254z−32)(125-123z−16))]; and
a second stage configured to provide a heave signal by filtering the heave rate signal output by said first stage according to the transfer function (1/200)/(1−z−1).
15. A filter according to claim 14 wherein said second stage is configured to filter the heave signal according to according to the transfer function 1−[(1+z−4)(1+z−8)(1+z−16)/(15,500-30,750z−16+15,254z−32)(125-123z−16)], providing a filtered heave distance signal.
Priority Applications (6)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/160,515 US6836707B2 (en) | 2002-05-30 | 2002-05-30 | Methods and systems for determining heave and heave rate of vessels |
CA002487731A CA2487731A1 (en) | 2002-05-30 | 2003-05-28 | Methods and systems for determining heave and heave rate of vessels |
JP2004509135A JP4426440B2 (en) | 2002-05-30 | 2003-05-28 | Method and system for determining vertical floating speed and vertical floating speed of a ship |
AU2003234671A AU2003234671A1 (en) | 2002-05-30 | 2003-05-28 | Method and system for determining heave and heave rate of vessels |
PCT/US2003/016721 WO2003101826A2 (en) | 2002-05-30 | 2003-05-28 | Method and system for determining heave and heave rate of vessels |
EP03729172A EP1507700A2 (en) | 2002-05-30 | 2003-05-28 | Methods and systems for determining heave and heave rate of vessels |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/160,515 US6836707B2 (en) | 2002-05-30 | 2002-05-30 | Methods and systems for determining heave and heave rate of vessels |
Publications (2)
Publication Number | Publication Date |
---|---|
US20030225491A1 US20030225491A1 (en) | 2003-12-04 |
US6836707B2 true US6836707B2 (en) | 2004-12-28 |
Family
ID=29583176
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US10/160,515 Expired - Lifetime US6836707B2 (en) | 2002-05-30 | 2002-05-30 | Methods and systems for determining heave and heave rate of vessels |
Country Status (6)
Country | Link |
---|---|
US (1) | US6836707B2 (en) |
EP (1) | EP1507700A2 (en) |
JP (1) | JP4426440B2 (en) |
AU (1) | AU2003234671A1 (en) |
CA (1) | CA2487731A1 (en) |
WO (1) | WO2003101826A2 (en) |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060065401A1 (en) * | 2004-09-28 | 2006-03-30 | John Allen | System for sensing riser motion |
US20060156744A1 (en) * | 2004-11-08 | 2006-07-20 | Cusiter James M | Liquefied natural gas floating storage regasification unit |
US20070016371A1 (en) * | 2005-07-13 | 2007-01-18 | Honeywell International Inc. | Methods and systems of relative navigation for shipboard landings |
US20070088496A1 (en) * | 2005-07-20 | 2007-04-19 | Atair Aerospace, Inc. | Automatic heading and reference system |
US20080088504A1 (en) * | 2006-09-29 | 2008-04-17 | Honeywell International Inc. | Carrier phase interger ambiguity resolution with multiple reference receivers |
US20080105433A1 (en) * | 2006-08-15 | 2008-05-08 | Terry Christopher | Direct acting single sheave active/passive heave compensator |
US20100057279A1 (en) * | 2006-12-06 | 2010-03-04 | Aage Kyllingstad | Method and Apparatus for Active Heave Compensation |
US8179741B2 (en) * | 2010-04-20 | 2012-05-15 | Bornsen Brett L | Compensation for depth finders |
US20120201098A1 (en) * | 2010-04-20 | 2012-08-09 | Bornsen Brett L | Compensation for depth finders |
US20150360887A1 (en) * | 2013-02-05 | 2015-12-17 | Barge Master Ip B.V. | Motion compensation device and method for transferring a load |
US9290362B2 (en) | 2012-12-13 | 2016-03-22 | National Oilwell Varco, L.P. | Remote heave compensation system |
US9463963B2 (en) | 2011-12-30 | 2016-10-11 | National Oilwell Varco, L.P. | Deep water knuckle boom crane |
US9902596B2 (en) | 2012-06-01 | 2018-02-27 | Seatrax, Inc. | System and method to determine relative velocity of crane and target load |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5566168B2 (en) * | 2010-04-02 | 2014-08-06 | 古野電気株式会社 | GNSS receiver, navigation device, signal processing device, GNSS speed correction program, and GNSS speed correction method |
KR101775290B1 (en) * | 2016-12-09 | 2017-09-05 | 한국해양과학기술원 | Apparatus and method for the measurement of vertical motions of a free running hard-chine planing boat |
CN109425339B (en) * | 2017-08-21 | 2022-09-27 | 哈尔滨工程大学 | Ship heave error compensation method considering lever arm effect based on inertia technology |
KR101947287B1 (en) * | 2017-12-06 | 2019-02-12 | 한국해양과학기술원 | System and method for measuring the encounter wave of a free running-hard-chine palning boat |
CN110608755B (en) * | 2019-09-23 | 2023-02-07 | 重庆华渝电气集团有限公司 | Heave measurement performance detection device and method for inertial navigation equipment |
CN117928528B (en) * | 2024-03-22 | 2024-05-31 | 山东科技大学 | Ship heave measurement method based on adaptive time-delay-free complementary bandpass filter |
Citations (29)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3896755A (en) * | 1974-01-21 | 1975-07-29 | Litton Systems Inc | Heave damping device for ships |
US4000646A (en) | 1972-05-01 | 1977-01-04 | Texaco Inc. | Wave height measuring device |
US4021019A (en) | 1975-03-24 | 1977-05-03 | British Columbia Research Council | Heave compensating cranes |
US4039177A (en) | 1974-06-13 | 1977-08-02 | Global Marine Inc. | Heave compensation apparatus for a marine mining vessel |
US4091356A (en) | 1976-11-24 | 1978-05-23 | Hunter (70) Limited | Heave compensation system |
US4104608A (en) | 1977-03-30 | 1978-08-01 | The United States Of America As Represented By The Secretary Of The Navy | Heave meter |
US4210897A (en) | 1976-12-06 | 1980-07-01 | Huntec (70) Limited | Heave compensation system |
US4236695A (en) | 1977-10-27 | 1980-12-02 | Morrison Archibald J S | Sea swell compensation |
US4349179A (en) | 1979-06-19 | 1982-09-14 | Gec Mechanical Handling Limited | Control means for motion compensation devices |
US4448396A (en) | 1982-02-25 | 1984-05-15 | American Hoist & Derrick Company | Heave motion compensation apparatus |
US4547857A (en) * | 1983-06-23 | 1985-10-15 | Alexander George H | Apparatus and method for wave motion compensation and hoist control for marine winches |
US4576517A (en) | 1983-10-21 | 1986-03-18 | 501 Vickers PLC | Marine heave compensating device |
US4582014A (en) | 1982-01-15 | 1986-04-15 | Patel Minoo H E | Vessel having stabilizing system |
US4697253A (en) | 1986-01-03 | 1987-09-29 | Raytheon Company | Sonar heave compensation system |
US4932248A (en) | 1988-02-29 | 1990-06-12 | Institut Francais Du Petrole | Method and device for measuring vertical movements in the absence of a fixed reference point |
US4986121A (en) | 1988-03-02 | 1991-01-22 | Technical Survey Services Ltd. | Apparatus for measuring the vertical motion of a floating platform |
US5098226A (en) | 1990-01-30 | 1992-03-24 | Massachusetts Institute Of Technology | Apparatus and method for damping low frequency perturbations of marine structures |
US5135327A (en) | 1991-05-02 | 1992-08-04 | Conoco Inc. | Sluice method to take TLP to heave-restrained mode |
US5190107A (en) | 1991-04-23 | 1993-03-02 | Shell Oil Company | Heave compensated support system for positioning subsea work packages |
US5317542A (en) | 1993-07-21 | 1994-05-31 | The United States Of America As Represented By The Secretary Of The Navy | Ship's attitude data converter |
US5452674A (en) | 1991-06-26 | 1995-09-26 | Vickers Plc. | Ship stabiliser automatic gain control system |
US5535690A (en) * | 1992-07-09 | 1996-07-16 | Stena Rederi Ab | Pitch stabilized displacement vessel |
US5577874A (en) | 1992-03-16 | 1996-11-26 | Olsen; Torodd E. | Method and apparatus for the transfer of loads from a floating vessel to another or to a fixed installation |
US5894895A (en) | 1996-11-25 | 1999-04-20 | Welsh; Walter Thomas | Heave compensator for drill ships |
US6064924A (en) | 1996-12-04 | 2000-05-16 | Lockheed Martin Corporation | Method and system for predicting ship motion or the like to assist in helicopter landing |
US6216789B1 (en) | 1999-07-19 | 2001-04-17 | Schlumberger Technology Corporation | Heave compensated wireline logging winch system and method of use |
US6382022B1 (en) * | 2000-03-27 | 2002-05-07 | The United States Of America As Represented By The Secretary Of The Navy | Shipboard wave measurement system |
US6390012B1 (en) | 1999-09-20 | 2002-05-21 | Coflexip, S.A. | Apparatus and method for deploying, recovering, servicing, and operating an autonomous underwater vehicle |
US6505574B1 (en) * | 2001-09-05 | 2003-01-14 | The United States Of America As Represented By The Secretary Of The Navy | Vertical motion compensation for a crane's load |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0261731B1 (en) * | 1986-09-16 | 1994-03-16 | Eurosense Hoversounding N.V. | Method and device for measuring the depth of the bottom under a water surface |
JPH10132565A (en) * | 1996-10-25 | 1998-05-22 | Kaijo Corp | Heaving measuring device and its method |
-
2002
- 2002-05-30 US US10/160,515 patent/US6836707B2/en not_active Expired - Lifetime
-
2003
- 2003-05-28 AU AU2003234671A patent/AU2003234671A1/en not_active Abandoned
- 2003-05-28 WO PCT/US2003/016721 patent/WO2003101826A2/en active Application Filing
- 2003-05-28 CA CA002487731A patent/CA2487731A1/en not_active Abandoned
- 2003-05-28 JP JP2004509135A patent/JP4426440B2/en not_active Expired - Fee Related
- 2003-05-28 EP EP03729172A patent/EP1507700A2/en not_active Ceased
Patent Citations (29)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4000646A (en) | 1972-05-01 | 1977-01-04 | Texaco Inc. | Wave height measuring device |
US3896755A (en) * | 1974-01-21 | 1975-07-29 | Litton Systems Inc | Heave damping device for ships |
US4039177A (en) | 1974-06-13 | 1977-08-02 | Global Marine Inc. | Heave compensation apparatus for a marine mining vessel |
US4021019A (en) | 1975-03-24 | 1977-05-03 | British Columbia Research Council | Heave compensating cranes |
US4091356A (en) | 1976-11-24 | 1978-05-23 | Hunter (70) Limited | Heave compensation system |
US4210897A (en) | 1976-12-06 | 1980-07-01 | Huntec (70) Limited | Heave compensation system |
US4104608A (en) | 1977-03-30 | 1978-08-01 | The United States Of America As Represented By The Secretary Of The Navy | Heave meter |
US4236695A (en) | 1977-10-27 | 1980-12-02 | Morrison Archibald J S | Sea swell compensation |
US4349179A (en) | 1979-06-19 | 1982-09-14 | Gec Mechanical Handling Limited | Control means for motion compensation devices |
US4582014A (en) | 1982-01-15 | 1986-04-15 | Patel Minoo H E | Vessel having stabilizing system |
US4448396A (en) | 1982-02-25 | 1984-05-15 | American Hoist & Derrick Company | Heave motion compensation apparatus |
US4547857A (en) * | 1983-06-23 | 1985-10-15 | Alexander George H | Apparatus and method for wave motion compensation and hoist control for marine winches |
US4576517A (en) | 1983-10-21 | 1986-03-18 | 501 Vickers PLC | Marine heave compensating device |
US4697253A (en) | 1986-01-03 | 1987-09-29 | Raytheon Company | Sonar heave compensation system |
US4932248A (en) | 1988-02-29 | 1990-06-12 | Institut Francais Du Petrole | Method and device for measuring vertical movements in the absence of a fixed reference point |
US4986121A (en) | 1988-03-02 | 1991-01-22 | Technical Survey Services Ltd. | Apparatus for measuring the vertical motion of a floating platform |
US5098226A (en) | 1990-01-30 | 1992-03-24 | Massachusetts Institute Of Technology | Apparatus and method for damping low frequency perturbations of marine structures |
US5190107A (en) | 1991-04-23 | 1993-03-02 | Shell Oil Company | Heave compensated support system for positioning subsea work packages |
US5135327A (en) | 1991-05-02 | 1992-08-04 | Conoco Inc. | Sluice method to take TLP to heave-restrained mode |
US5452674A (en) | 1991-06-26 | 1995-09-26 | Vickers Plc. | Ship stabiliser automatic gain control system |
US5577874A (en) | 1992-03-16 | 1996-11-26 | Olsen; Torodd E. | Method and apparatus for the transfer of loads from a floating vessel to another or to a fixed installation |
US5535690A (en) * | 1992-07-09 | 1996-07-16 | Stena Rederi Ab | Pitch stabilized displacement vessel |
US5317542A (en) | 1993-07-21 | 1994-05-31 | The United States Of America As Represented By The Secretary Of The Navy | Ship's attitude data converter |
US5894895A (en) | 1996-11-25 | 1999-04-20 | Welsh; Walter Thomas | Heave compensator for drill ships |
US6064924A (en) | 1996-12-04 | 2000-05-16 | Lockheed Martin Corporation | Method and system for predicting ship motion or the like to assist in helicopter landing |
US6216789B1 (en) | 1999-07-19 | 2001-04-17 | Schlumberger Technology Corporation | Heave compensated wireline logging winch system and method of use |
US6390012B1 (en) | 1999-09-20 | 2002-05-21 | Coflexip, S.A. | Apparatus and method for deploying, recovering, servicing, and operating an autonomous underwater vehicle |
US6382022B1 (en) * | 2000-03-27 | 2002-05-07 | The United States Of America As Represented By The Secretary Of The Navy | Shipboard wave measurement system |
US6505574B1 (en) * | 2001-09-05 | 2003-01-14 | The United States Of America As Represented By The Secretary Of The Navy | Vertical motion compensation for a crane's load |
Cited By (21)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060065401A1 (en) * | 2004-09-28 | 2006-03-30 | John Allen | System for sensing riser motion |
US20060156744A1 (en) * | 2004-11-08 | 2006-07-20 | Cusiter James M | Liquefied natural gas floating storage regasification unit |
US20070016371A1 (en) * | 2005-07-13 | 2007-01-18 | Honeywell International Inc. | Methods and systems of relative navigation for shipboard landings |
US7474962B2 (en) * | 2005-07-13 | 2009-01-06 | Honeywell International Inc. | Methods and systems of relative navigation for shipboard landings |
US20070088496A1 (en) * | 2005-07-20 | 2007-04-19 | Atair Aerospace, Inc. | Automatic heading and reference system |
US20080105433A1 (en) * | 2006-08-15 | 2008-05-08 | Terry Christopher | Direct acting single sheave active/passive heave compensator |
US7798471B2 (en) | 2006-08-15 | 2010-09-21 | Hydralift Amclyde, Inc. | Direct acting single sheave active/passive heave compensator |
US20080088504A1 (en) * | 2006-09-29 | 2008-04-17 | Honeywell International Inc. | Carrier phase interger ambiguity resolution with multiple reference receivers |
US7411545B2 (en) | 2006-09-29 | 2008-08-12 | Honeywell International Inc. | Carrier phase interger ambiguity resolution with multiple reference receivers |
US8265811B2 (en) * | 2006-12-06 | 2012-09-11 | Varco I/P, Inc. | Method and apparatus for active heave compensation |
US20100057279A1 (en) * | 2006-12-06 | 2010-03-04 | Aage Kyllingstad | Method and Apparatus for Active Heave Compensation |
US8179741B2 (en) * | 2010-04-20 | 2012-05-15 | Bornsen Brett L | Compensation for depth finders |
US20120201098A1 (en) * | 2010-04-20 | 2012-08-09 | Bornsen Brett L | Compensation for depth finders |
US9164172B2 (en) * | 2010-04-20 | 2015-10-20 | Brett L. Bornsen | Compensation for depth finders |
US20160011304A1 (en) * | 2010-04-20 | 2016-01-14 | Brett L. Bornsen | Compensation for depth finders |
US9939519B2 (en) * | 2010-04-20 | 2018-04-10 | Brett L. Bornsen | Compensation for depth finders |
US9463963B2 (en) | 2011-12-30 | 2016-10-11 | National Oilwell Varco, L.P. | Deep water knuckle boom crane |
US9902596B2 (en) | 2012-06-01 | 2018-02-27 | Seatrax, Inc. | System and method to determine relative velocity of crane and target load |
US9290362B2 (en) | 2012-12-13 | 2016-03-22 | National Oilwell Varco, L.P. | Remote heave compensation system |
US20150360887A1 (en) * | 2013-02-05 | 2015-12-17 | Barge Master Ip B.V. | Motion compensation device and method for transferring a load |
US9688490B2 (en) * | 2013-02-05 | 2017-06-27 | Barge Master Ip B.V. | Motion compensation device and method for transferring a load |
Also Published As
Publication number | Publication date |
---|---|
JP2005528279A (en) | 2005-09-22 |
CA2487731A1 (en) | 2003-12-11 |
US20030225491A1 (en) | 2003-12-04 |
WO2003101826A2 (en) | 2003-12-11 |
WO2003101826A3 (en) | 2004-06-10 |
EP1507700A2 (en) | 2005-02-23 |
AU2003234671A8 (en) | 2003-12-19 |
JP4426440B2 (en) | 2010-03-03 |
AU2003234671A1 (en) | 2003-12-19 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US6836707B2 (en) | Methods and systems for determining heave and heave rate of vessels | |
CN109443379B (en) | A SINS/DVL underwater anti-sway alignment method for deep-sea submersibles | |
CN110031882B (en) | A Compensation Method for External Measurement Information Based on SINS/DVL Integrated Navigation System | |
CN103744098B (en) | AUV integrated navigation systems based on SINS/DVL/GPS | |
Hegrenaes et al. | Model-aided INS with sea current estimation for robust underwater navigation | |
Kinsey et al. | A survey of underwater vehicle navigation: Recent advances and new challenges | |
Whitcomb et al. | Combined Doppler/LBL based navigation of underwater vehicles | |
CN109141436A (en) | The improved Unscented kalman filtering algorithm application method in integrated navigation under water | |
Arnold et al. | Robust model-aided inertial localization for autonomous underwater vehicles | |
RU2460043C1 (en) | Navigation system for autonomous unmanned underwater vehicle | |
CN108698677A (en) | The method for setting path of underwater sailing body, using this method underwater sailing body optimum controling method and underwater sailing body | |
CN110806209A (en) | An underwater robot multi-equipment integrated navigation system and method | |
CN110940340A (en) | Multi-sensor information fusion method based on small UUV platform | |
US20120022820A1 (en) | Method for inertial navigation under water | |
LaPointe | Virtual long baseline (VLBL) autonomous underwater vehicle navigation using a single transponder | |
WO2022222939A1 (en) | Strapdown inertial navigation heave measurement method using multiple low-pass filtering units | |
CN110345941A (en) | Deep diving manned underwater vehicle SINS is from auxiliary navigation method | |
CN112964250B (en) | Ship motion attitude estimation method based on Beidou and dimensionality reduction IMU data | |
US20090095208A1 (en) | Water drift compensation method and device | |
Ji et al. | Dynamic model based integrated navigation for a small and low cost autonomous surface/underwater vehicle | |
CN110333369B (en) | DVL speed measurement system and adaptive denoising method of UUV based on surface GPS correction | |
CN104061930A (en) | Navigation method based on strapdown inertial guidance and Doppler log | |
NO304046B1 (en) | Gyro apparatus | |
Beiter et al. | Precision hybrid navigation system for varied marine applications | |
Fossen | Feedback error-state Kalman filter with time-delay compensation for hydroacoustic-aided inertial navigation of underwater vehicles |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
AS | Assignment |
Owner name: HONEYWELL INTERNATIONAL INC., NEW JERSEY Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:SOWADA, DELROY J.;MARSH, VERNON F.;MORGAN, KENNETH S.;AND OTHERS;REEL/FRAME:012971/0181 Effective date: 20020524 |
|
STCF | Information on status: patent grant |
Free format text: PATENTED CASE |
|
CC | Certificate of correction | ||
FPAY | Fee payment |
Year of fee payment: 4 |
|
FPAY | Fee payment |
Year of fee payment: 8 |
|
FPAY | Fee payment |
Year of fee payment: 12 |